-
Notifications
You must be signed in to change notification settings - Fork 0
/
Copy pathDESCRIPTION
66 lines (66 loc) · 1.92 KB
/
DESCRIPTION
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
Package: tpSVG
Title: Thin plate models to detect spatially variable genes
Version: 0.99.7
Authors@R: c(
person("Boyi", "Guo",
email = "[email protected]",
role = c("aut", "cre"),
comment = c(ORCID = "0000-0003-2950-2349")),
person("Lukas M.", "Weber",
email = "[email protected]",
role = c("ctb"),
comment = c(ORCID = "0000-0002-3282-1730")),
person("Stephanie C.", "Hicks",
email = "[email protected]",
role = c("aut"),
comment = c(ORCID = "0000-0002-7858-0231")))
Description: The goal of `tpSVG` is to detect and visualize spatial variation in
the gene expression for spatially resolved transcriptomics data analysis.
Specifically, `tpSVG` introduces a family of count-based models, with
generalizable parametric assumptions such as Poisson distribution or
negative binomial distribution. In addition, comparing to currently
available count-based model for spatially resolved data analysis, the
`tpSVG` models improves computational time, and hence greatly improves
the applicability of count-based models in SRT data analysis.
License: MIT + file LICENSE
URL: https://github.com/boyiguo1/tpSVG
BugReports: https://github.com/boyiguo1/tpSVG/issues
biocViews:
Spatial,
Transcriptomics,
GeneExpression,
Software,
StatisticalMethod,
DimensionReduction,
Regression,
Preprocessing
Encoding: UTF-8
Depends:
mgcv,
R (>= 4.4)
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.2.3
Imports:
stats,
BiocParallel,
MatrixGenerics,
methods,
SingleCellExperiment,
SummarizedExperiment,
SpatialExperiment
Suggests:
BiocStyle,
knitr,
nnSVG,
rmarkdown,
scran,
scuttle,
STexampleData,
escheR,
ggpubr,
colorspace,
BumpyMatrix,
sessioninfo,
testthat (>= 3.0.0)
VignetteBuilder: knitr
Config/testthat/edition: 3